Tao Guo

According to our database, Tao Guo authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model.

Tao Guo, Song Guo, Junxiao Wang, Xueyang Tang, Wenchao Xu

IEEE Trans. Mob. Comput., May, 2024

Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration.

Tao Guo, Song Guo, Feijie Wu, Wenchao Xu, Jiewei Zhang, Qihua Zhou, Quan Chen, Weihua Zhuang

IEEE Trans. Mob. Comput., March, 2024

Poisoning Attack on Federated Knowledge Graph Embedding.

Enyuan Zhou, Song Guo, Zhixiu Ma, Zicong Hong, Tao Guo, Peiran Dong

Proceedings of the ACM on Web Conference 2024, 2024

2023

pFedPrompt: Learning Personalized Prompt for Vision-Language Models in Federated Learning.

Tao Guo, Song Guo, Junxiao Wang

Proceedings of the ACM Web Conference 2023, 2023

2022

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model.

Tao Guo, Song Guo, Junxiao Wang, Wenchao Xu

CoRR, 2022

Vertical Machine Unlearning: Selectively Removing Sensitive Information From Latent Feature Space.

Tao Guo, Song Guo, Jiewei Zhang, Wenchao Xu, Junxiao Wang

CoRR, 2022

Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning.

Qihua Zhou, Song Guo, Yi Liu, Jie Zhang, Jiewei Zhang, Tao Guo, Zhenda Xu, Xun Liu, Zhihao Qu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning.

Qihua Zhou, Song Guo, Zhihao Qu, Jingcai Guo, Zhenda Xu, Jiewei Zhang, Tao Guo, Boyuan Luo, Jingren Zhou

Proceedings of the 2021 USENIX Annual Technical Conference, 2021